Phronesis is a decision-assurance layer that an agent calls before acting, turning intent, evidence and a calibrated forecast into an auditable Decision Asset 1. Its official MCP server exposes read-only tools such as bench_query, feedback_status and scorecard_kalshi_query 1; for adjacent decision-record work, the GitHub ADR tool is an alternative 2.
- 1
Phronesisphronesisintel.comverified and signed
Provides an MCP server (com.phronesisintel/phronesis-hermes) with read-only tools bench_query, feedback_status and scorecard_kalshi_query for auditable pre-action decision assurance 1.
official:MCP server · com.phronesisintel/phronesis-hermes
for agents: bench_query · feedback_status · scorecard_kalshi_query
- 2
GitHubgithub.comverified and signed
Offers a create-architectural-decision-record skill that produces Architectural Decision Records documenting decisions for AI-optimized review 2.
official:MCP server · @github/mcp-registrySDK · @github/copilot-sdklibrary · CodeQL: StubCLI · specifyrepository · copilot-engine-sdk+2,577 community tools built for it
for agents: create-architectural-decision-record · prd · fluentui-blazor
Sources
- 1Phronesis — The agentic economy's decision-assurance layerphronesisintel.com · read 2026-10-29
- 2GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
For agents: the 10 actions behind this answer
bench_query · Phronesis verified and signed
Read-only C0 tool (bench_query); reached via MCP under OAuth.
create-architectural-decision-record · create-architectural-decision-record verified and signed
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
search_software_toolkits · mcp-security found in code, not yet checked
Search software toolkits (or just tools) in the Google Threat Intelligence platform.
python · fastcore verified and signed
ClearScript · ClearScript Library for Windows (x86/x64) verified and signed
image_classification · Hugging Face (Activepieces) verified and signed
Image Classification — Classify images with pre-trained models or custom categories - perfect for content moderation, automated tagging, and smart asset management
lookupResourceLibraryApplications · Cloudflare API verified and signed
Look up applications in a rule sentence
· async-std website read, tools not yet checked
A Rust library for easy and understandable async programming
TypeSafe · TypeSafe verified and signed
Use when building AI-powered software that makes structured
· Omnilib website read, tools not yet checked
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.